Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure.
Alena OrlenkoJason H. MoorePatryk OrzechowskiRandal S. OlsonJunmei CairnsPedro J. CaraballoRichard M. WeinshilboumLiewei WangMatthew K. BreitensteinPublished in: PSB (2018)
Keyphrases
- machine learning
- high energy
- reinforcement learning
- semi automated
- data mining
- machine learning methods
- information extraction
- clinical setting
- clinical practice
- patient data
- text classification
- support vector machine
- active learning
- medical domain
- computer vision
- feature selection
- machine learning algorithms
- computer assisted
- learning tasks
- neural network
- artificial intelligence
- explanation based learning
- machine learning approaches
- inductive learning
- decision trees
- data analysis
- inductive logic programming
- thin film
- learning systems
- knowledge acquisition
- natural language
- text mining
- natural language processing
- regulatory networks
- mathematical modeling
- treatment planning
- learning algorithm